Topics
Follow a reading path from a concrete question to a broader topic.
AI engineering & inference
From LLM test generation, agent tool contracts, and evaluation regression to prefill and decode, KV cache, and reproducible serving benchmarks — how AI gets constrained, verified, and measured in real engineering.
Test platforms & engineering
Layered test SDKs, testability API design, flaky-test root-cause analysis, and the engineering habits, learned on money-movement systems, that keep software maintainable.